Predictive models in software engineering: Challenges and opportunities

• Main Authors: YANG, Yanming, XIA, Xin, LO, David, BI, Tingting, GRUNDY, John C., YANG, Xiaohu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Predictive models; machine learning; deep learning; software engineering; survey; Databases and Information Systems; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7630; https://ink.library.smu.edu.sg/context/sis_research/article/8633/viewcontent/2008.03656.pdf
• Institution: Singapore Management University

Predictive models are one of the most important techniques that are widely applied in many areas of software engineering. There have been a large number of primary studies that apply predictive models and that present well-performed studies in various research domains, including software requirement...